Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes

Intracellular calcium (Ca) cycling dynamics in cardiac myocytes is regulated by a complex network of spatially distributed organelles, such as sarcoplasmic reticulum (SR), mitochondria, and myofibrils. In this study, we present a mathematical model of intracellular Ca cycling and numerical and compu...

Full description

Bibliographic Details
Main Authors: Michael eNivala, Enno ede Lange, Robert eRovetti, Zhilin eQu
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-05-01
Series:Frontiers in Physiology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fphys.2012.00114/full
id doaj-ed52df6906cd4985a92868adad884ef4
record_format Article
spelling doaj-ed52df6906cd4985a92868adad884ef42020-11-25T00:48:22ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2012-05-01310.3389/fphys.2012.0011418105Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytesMichael eNivala0Enno ede Lange1Robert eRovetti2Zhilin eQu3University of California Los AngelesUniversity of California Los AngelesLoyola Marymount UniversityUniversity of California Los AngelesIntracellular calcium (Ca) cycling dynamics in cardiac myocytes is regulated by a complex network of spatially distributed organelles, such as sarcoplasmic reticulum (SR), mitochondria, and myofibrils. In this study, we present a mathematical model of intracellular Ca cycling and numerical and computational methods for computer simulations. The model consists of a coupled Ca release unit (CRU) network, which includes a SR domain and a myoplasm domain. Each CRU contains 10 L-type Ca channels and 100 ryanodine receptor channels, with individual channels simulated stochastically using a varient of Gillespie’s method, modified here to handle time-dependent transition rates. Both the SR domain and the myoplasm domain in each CRU are modeled by 5x5x5 voxels to maintain proper Ca diffusion. Advanced numerical algorithms implemented on graphical processing units were used for fast computational simulations. For a myocyte containing 100x20x10 CRUs, a one-second heart time simulation takes about 10 minutes of machine time on a single NVIDIA Tesla C2050. Examples of simulated Ca cycling dynamics, such as Ca sparks, Ca waves, and Ca alternans, are shown.http://journal.frontiersin.org/Journal/10.3389/fphys.2012.00114/fullmathematical modelingcalcium cyclinggraphical processing unit computingventricular myocyte
collection DOAJ
language English
format Article
sources DOAJ
author Michael eNivala
Enno ede Lange
Robert eRovetti
Zhilin eQu
spellingShingle Michael eNivala
Enno ede Lange
Robert eRovetti
Zhilin eQu
Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes
Frontiers in Physiology
mathematical modeling
calcium cycling
graphical processing unit computing
ventricular myocyte
author_facet Michael eNivala
Enno ede Lange
Robert eRovetti
Zhilin eQu
author_sort Michael eNivala
title Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes
title_short Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes
title_full Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes
title_fullStr Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes
title_full_unstemmed Computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes
title_sort computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes
publisher Frontiers Media S.A.
series Frontiers in Physiology
issn 1664-042X
publishDate 2012-05-01
description Intracellular calcium (Ca) cycling dynamics in cardiac myocytes is regulated by a complex network of spatially distributed organelles, such as sarcoplasmic reticulum (SR), mitochondria, and myofibrils. In this study, we present a mathematical model of intracellular Ca cycling and numerical and computational methods for computer simulations. The model consists of a coupled Ca release unit (CRU) network, which includes a SR domain and a myoplasm domain. Each CRU contains 10 L-type Ca channels and 100 ryanodine receptor channels, with individual channels simulated stochastically using a varient of Gillespie’s method, modified here to handle time-dependent transition rates. Both the SR domain and the myoplasm domain in each CRU are modeled by 5x5x5 voxels to maintain proper Ca diffusion. Advanced numerical algorithms implemented on graphical processing units were used for fast computational simulations. For a myocyte containing 100x20x10 CRUs, a one-second heart time simulation takes about 10 minutes of machine time on a single NVIDIA Tesla C2050. Examples of simulated Ca cycling dynamics, such as Ca sparks, Ca waves, and Ca alternans, are shown.
topic mathematical modeling
calcium cycling
graphical processing unit computing
ventricular myocyte
url http://journal.frontiersin.org/Journal/10.3389/fphys.2012.00114/full
work_keys_str_mv AT michaelenivala computationalmodelingandnumericalmethodsforspatiotemporalcalciumcyclinginventricularmyocytes
AT ennoedelange computationalmodelingandnumericalmethodsforspatiotemporalcalciumcyclinginventricularmyocytes
AT roberterovetti computationalmodelingandnumericalmethodsforspatiotemporalcalciumcyclinginventricularmyocytes
AT zhilinequ computationalmodelingandnumericalmethodsforspatiotemporalcalciumcyclinginventricularmyocytes
_version_ 1725256361089957888